Image completion: Survey and comparative study

Image completion is an active and interesting research area in image processing and computer graphics. Restoration and retouching of damaged areas in an undetectable form is the objective of image completion techniques. Most of the recently developed video completion methods are extensions of image...

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Main Authors: Zarif, S., Faye, I., Rohaya, D.
Format: Article
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.31377 /
Published: World Scientific Publishing Co. Pte Ltd 2015
Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84928583312&doi=10.1142%2fS0218001415540014&partnerID=40&md5=ad868ccdc2cebaf9494aa831b1017bab
http://eprints.utp.edu.my/31377/
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spelling utp-eprints.313772022-03-26T03:18:24Z Image completion: Survey and comparative study Zarif, S. Faye, I. Rohaya, D. Image completion is an active and interesting research area in image processing and computer graphics. Restoration and retouching of damaged areas in an undetectable form is the objective of image completion techniques. Most of the recently developed video completion methods are extensions of image completion techniques to restore the damaged frames. With respect to video completion challenges and image completion future work, we survey existing methods and introduce a new classification. The methods in each category are described in detail. In the second part of the paper, we provide a comparison and evaluation study between the most recent image completion methods qualitatively as well as quantitatively. For a fair comparison, we introduced a new dataset and evaluated four available image completion methods on the same hardware. Experimental results are conducted to highlight the strengths and drawbacks of each image completion method. © 2015 World Scientific Publishing Company. World Scientific Publishing Co. Pte Ltd 2015 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-84928583312&doi=10.1142%2fS0218001415540014&partnerID=40&md5=ad868ccdc2cebaf9494aa831b1017bab Zarif, S. and Faye, I. and Rohaya, D. (2015) Image completion: Survey and comparative study. International Journal of Pattern Recognition and Artificial Intelligence, 29 (3). http://eprints.utp.edu.my/31377/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description Image completion is an active and interesting research area in image processing and computer graphics. Restoration and retouching of damaged areas in an undetectable form is the objective of image completion techniques. Most of the recently developed video completion methods are extensions of image completion techniques to restore the damaged frames. With respect to video completion challenges and image completion future work, we survey existing methods and introduce a new classification. The methods in each category are described in detail. In the second part of the paper, we provide a comparison and evaluation study between the most recent image completion methods qualitatively as well as quantitatively. For a fair comparison, we introduced a new dataset and evaluated four available image completion methods on the same hardware. Experimental results are conducted to highlight the strengths and drawbacks of each image completion method. © 2015 World Scientific Publishing Company.
format Article
author Zarif, S.
Faye, I.
Rohaya, D.
spellingShingle Zarif, S.
Faye, I.
Rohaya, D.
Image completion: Survey and comparative study
author_sort Zarif, S.
title Image completion: Survey and comparative study
title_short Image completion: Survey and comparative study
title_full Image completion: Survey and comparative study
title_fullStr Image completion: Survey and comparative study
title_full_unstemmed Image completion: Survey and comparative study
title_sort image completion: survey and comparative study
publisher World Scientific Publishing Co. Pte Ltd
publishDate 2015
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-84928583312&doi=10.1142%2fS0218001415540014&partnerID=40&md5=ad868ccdc2cebaf9494aa831b1017bab
http://eprints.utp.edu.my/31377/
_version_ 1741197563224129536
score 11.62408

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